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Using symbolic regression to automatically discover functions for normalized conformal regresors.

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Symbolic Regression of Confidence Intervals for Conformal Prediction

Code and results for the paper "Symbolic Regression of Confidence Intervals for Conformal Prediction", submitted to the EA 2024 conference, https://ea2024.inria.fr/

Usage: install the Python packages found inside src/requirements.txt, and then run src/run_experiments.py to compare the methodologies on data sets in OpenML-CTR23.

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Using symbolic regression to automatically discover functions for normalized conformal regresors.

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